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Shichijo K, Takatsuji T, Uzbekov D, Chaizhunusova N, Shabdarbaeva D, Kurisu M, Takahashi Y, Stepanenko V, Azhimkhanov A, Hoshi M. Radiation makes cells select the form of death dependent on external or internal exposure: apoptosis or pyroptosis. Sci Rep 2023; 13:12002. [PMID: 37491560 PMCID: PMC10368746 DOI: 10.1038/s41598-023-38789-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Accepted: 07/14/2023] [Indexed: 07/27/2023] Open
Abstract
Internal radiation exposure from neutron-induced radioisotopes environmentally activated following atomic bombing or nuclear accidents should be considered for a complete picture of pathologic effects on survivors. Acute and localized high dose radiation exposure from hot particles taken into the body must induce cell death and severe damage to tissues, whether they are proliferating or not. However, very little the cellular and molecular mechanisms underlying this internal radiation pathology has been investigated. Male Wistar rats were internally exposed to 56MnO2 powder by inhalation. Small intestine samples were investigated by histological staining at acute phase (6 h, 3 days and 14 days) and late phase (2, 6 and 8 months) after the exposure. Histological location and chemical properties of the hot particles embedded in small intestinal tissues were analyzed by synchrotron radiation-X-ray fluorescence-X-ray absorption near-edge structure (SR-XRF-XANES). Hot particles located in the intestinal cavity were identified as accumulations of Mn and iron. Pathological changes showed evidence of crypt shortening, massive cell death at the position of stem cell zone, including apoptosis and pyroptosis from 6 h through 8 months in the internal exposed rats.
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Affiliation(s)
- Kazuko Shichijo
- Department of Tumor and Diagnostic Pathology, Atomic Bomb Disease Institute, Nagasaki University, 1-12-4 Sakamoto, Nagasaki, 852-8523, Japan.
| | - Toshihiro Takatsuji
- Nagasaki University, 1-14 Bunkyo, Nagasaki, 852-8521, Japan
- School of Medicine, Dokkyo Medical University, 880 Kitakobayashi, Mibu, Shimotsugagun, Tochigi, 321-0293, Japan
| | - Darkhan Uzbekov
- Department of Pathological Anatomy and Forensic Medicine, Semey State Medical University, Abay Str., 103, Semey, 071400, Kazakhstan
| | - Nailya Chaizhunusova
- Department of Pathological Anatomy and Forensic Medicine, Semey State Medical University, Abay Str., 103, Semey, 071400, Kazakhstan
| | - Dariya Shabdarbaeva
- Department of Pathological Anatomy and Forensic Medicine, Semey State Medical University, Abay Str., 103, Semey, 071400, Kazakhstan
| | - Minako Kurisu
- Department of Earth and Planetary Science, Graduate School of Science, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
- Research Institute for Marine Resources Utilization, Japan Agency for Marine-Earth Science and Technology, 2-15 Natsusima-cho, Yokosuka-shi, Kanagawa, 237-0061, Japan
| | - Yoshio Takahashi
- Department of Earth and Planetary Science, Graduate School of Science, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Valeriy Stepanenko
- A.Tsyb Medical Radiological Research Center-National Medical Research Center of Radiology, Ministry of Health of Russian Federation, 249036, Obninsk, Russia
| | - Almas Azhimkhanov
- National Nuclear Center of the Republic of Kazakhstan, Beibyt atom st., 2B, Kurchatov, 071100, Kazakhstan
| | - Masaharu Hoshi
- The Center for Peace, Hiroshima University, Higashi-senda-machi, Naka-ku, Hiroshima, 730-0053, Japan
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2
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Tortora K, Margheri F, Luceri C, Mocali A, Ristori S, Magnelli L, Caderni G, Giovannelli L. Colon fibroblasts from Pirc rats (F344/NTac-Apc am1137 ) exhibit a proliferative and inflammatory phenotype that could support early stages of colon carcinogenesis. Int J Cancer 2022; 150:362-373. [PMID: 34486752 PMCID: PMC9291568 DOI: 10.1002/ijc.33796] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 08/03/2021] [Accepted: 08/16/2021] [Indexed: 12/28/2022]
Abstract
The role of fibroblast APC mutation in carcinogenesis is not clear. Apc+/− colon fibroblasts have been previously characterized: however, little is known about their behavior at very early‐stage of colon carcinogenesis. We cultured colon mucosa fibroblasts (PCF, Apc+/−) of Pirc rats (F344/NTac‐Apcam1137) at an early stage of tumorigenesis, in absence of preneoplastic lesions, and of age‐matched wt (WCF): DNA damage levels, inflammatory phenotype and the expression of known markers of CAFs were analyzed. The latter were also assessed by microarray analysis on colon normal mucosa of Pirc and wt animals. PCF exhibited higher proliferative rates (P < .001) and delayed replicative senescence onset (P < .05) compared to WCF, along with a lower level of oxidative DNA damage (P < .05). Furthermore, a constitutively higher expression of COX‐2 and sensitivity to inflammatory stimuli was found in PCF compared to WCF (P < .05), accompanied by higher invasive capability (P < .05) and presence of cytoplasmic chromatin foci (cytoplasmic chromatin foci, P < .05). However, they neither expressed CAFs markers (α‐SMA, IL‐6) nor responded to CAFs activating stimuli (TGF‐β). Accordingly, CAFs markers and activating stimuli resulted down‐regulated in Pirc normal mucosa compared to wt, whereas DNA damage response and tolerance pathways were overexpressed. These data show for the first time that a proliferative and inflammatory phenotype characterizes Apc+/− colon fibroblasts since very early stages of colon tumorigenesis, and indicate a role of Apc mutation in driving fibroblast phenotypic alterations that could support the establishment of a protumorigenic environment. Early pharmacological targeting of these dysfunctions might impact on tumor prevention in FAP patients.
What's new?
Heterozygous mutations in APC represent the earliest event in sporadic colorectal carcinogenesis onset and cause familial adenomatous polyposis syndrome. However, the role of APC‐mutated fibroblasts remains unclear. Here, Apc+/‐ fibroblasts isolated from apparently‐normal colon tissue of Pirc rats showed proliferative, inflammatory features and resistance to oxidative DNA damage, although they did not show cancer‐associated fibroblast features. These data suggest that, at the very early stages of colon tumourigenesis, Apc‐mutated colon fibroblasts favour the establishment of a pro‐tumourigenic environment for pre‐neoplastic lesion development. Early pharmacological targeting of these dysfunctions might be valuable for tumour prevention in familial adenomatous polyposis patients.
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Affiliation(s)
- Katia Tortora
- NEUROFARBA Department, Pharmacology and Toxicology Section, University of Florence, Florence, Italy
| | - Francesca Margheri
- Department of Experimental and Clinical Biomedical Sciences Mario Serio, University of Florence, Florence, Italy
| | - Cristina Luceri
- NEUROFARBA Department, Pharmacology and Toxicology Section, University of Florence, Florence, Italy
| | - Alessandra Mocali
- Department of Experimental and Clinical Biomedical Sciences Mario Serio, University of Florence, Florence, Italy
| | - Sara Ristori
- NEUROFARBA Department, Pharmacology and Toxicology Section, University of Florence, Florence, Italy
| | - Lucia Magnelli
- Department of Experimental and Clinical Biomedical Sciences Mario Serio, University of Florence, Florence, Italy
| | - Giovanna Caderni
- NEUROFARBA Department, Pharmacology and Toxicology Section, University of Florence, Florence, Italy
| | - Lisa Giovannelli
- NEUROFARBA Department, Pharmacology and Toxicology Section, University of Florence, Florence, Italy
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3
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Ideta T, Li B, Flynn C, Igarashi Y, Lowman G, Looney T, Devers TJ, Birk J, Forouhar F, Giardina C, Rosenberg DW. The Epithelial-Stromal Microenvironment in Early Colonic Neoplasia. Mol Cancer Res 2021; 20:56-61. [PMID: 34670862 DOI: 10.1158/1541-7786.mcr-21-0202] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 08/12/2021] [Accepted: 10/15/2021] [Indexed: 12/31/2022]
Abstract
Stromal cells play a central role in promoting the progression of colorectal cancer. Here, we analyze molecular changes within the epithelial and stromal compartments of dysplastic aberrant crypt foci (ACF) formed in the ascending colon, where rapidly developing interval cancers occur. We found strong activation of numerous neutrophil/monocyte chemokines, consistent with localized inflammation. The data also indicated a decrease in interferon signaling and cell-based immunity. The immune checkpoint and T-cell exhaustion gene PDCD1 was one of the most significantly upregulated genes, which was accompanied by a decrease in cytotoxic T-cell effector gene expression. In addition, CDKN2A expression was strongly upregulated in the stroma and downregulated in the epithelium, consistent with diverse changes in senescence-associated signaling on the two tissue compartments. IMPLICATIONS: Decreased CD8 T-cell infiltration within proximal colon ACF occurs within the context of a robust inflammatory response and potential stromal cell senescence, thus providing new insight into potential promotional drivers for tumors in the proximal colon.
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Affiliation(s)
- Takayasu Ideta
- Center for Molecular Oncology, University of Connecticut School of Medicine, Farmington, Connecticut
| | - Boyang Li
- Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut
| | - Christopher Flynn
- Department of Pathology and Laboratory Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Yuichi Igarashi
- Center for Molecular Oncology, University of Connecticut School of Medicine, Farmington, Connecticut
| | | | - Tim Looney
- ThermoFisher Scientific, South San Francisco, California
| | - Thomas J Devers
- Division of Gastroenterology, The University of Connecticut Health Center, Farmington, Connecticut
| | - John Birk
- Division of Gastroenterology, The University of Connecticut Health Center, Farmington, Connecticut
| | - Faripour Forouhar
- Department of Anatomic Pathology, John Dempsey Hospital, The University of Connecticut Health Center, Farmington, Connecticut
| | - Charles Giardina
- Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut
| | - Daniel W Rosenberg
- Center for Molecular Oncology, University of Connecticut School of Medicine, Farmington, Connecticut.
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4
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A Systematic Comparison of Protocols for Recovery of High-Quality RNA from Human Islets Extracted by Laser Capture Microdissection. Biomolecules 2021; 11:biom11050625. [PMID: 33922227 PMCID: PMC8144988 DOI: 10.3390/biom11050625] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 04/20/2021] [Accepted: 04/20/2021] [Indexed: 12/21/2022] Open
Abstract
The isolation of high-quality RNA from endocrine pancreas sections represents a considerable challenge largely due to the high ribonuclease levels. Laser capture microdissection (LCM) of mammalian islets, in association with RNA extraction protocols, has emerged as a feasible approach to characterizing their genetic and proteomic profiles. However, a validated protocol to obtain high-quality RNA from LCM-derived human pancreas specimens that is appropriate for next-generation sequencing analysis is still lacking. In this study, we applied four methods (Picopure extraction kit, Qiazol protocol, Qiazol + Clean-up kit, and RNeasy Microkit + Carrier) to extract RNA from human islets obtained from both non-diabetic individuals and patients with type 2 diabetes who had undergone partial pancreatectomy, as well as handpicked islets from both non-diabetic and diabetic organ donors. The yield and purity of total RNA were determined by 260/280 absorbance using Nanodrop 100 and the RNA integrity number with a bioanalyzer. The results indicated that among the four methods, the RNeasy MicroKit + Carrier (Qiagen) provides the highest yield and purity.
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5
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Cai S, Wang J, Zeng W, Cheng X, Liu L, Li W. Lysine-specific histone demethylase 1B (LSD2/KDM1B) represses p53 expression to promote proliferation and inhibit apoptosis in colorectal cancer through LSD2-mediated H3K4me2 demethylation. Aging (Albany NY) 2020; 12:14990-15001. [PMID: 32726297 PMCID: PMC7425427 DOI: 10.18632/aging.103558] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 06/04/2020] [Indexed: 11/25/2022]
Abstract
Epigenetic alterations have been reported to play critical roles in the development of colorectal cancer (CRC). However, the biological function of the lysine-specific histone demethylase 1B (LSD2/KDM1B) in CRC is not well understood. Therefore, we investigated the characteristics of LSD2 in CRC. We observed significant upregulation of LSD2 in CRC tissue compared to that in normal colorectal tissue. LSD2 promotes CRC cell proliferation and inhibits cell apoptosis through cell cycle regulation, promoting CRC progression both in vitro and in vivo. We found that LSD2 performs these functions by inhibiting the p53-p21-Rb pathway. Finally, we found that LSD2 directly binds to p53 and represses p53 expression via H3K4me2 demethylation at the p53 promoter. Our results revealed that LSD2 acts as an oncogene by binding and inhibiting p53 activity in CRC. Thus, LSD2 may be a new molecular target for CRC treatment.
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Affiliation(s)
- Shaoxin Cai
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou 350001, China
- Department of Surgical Oncology, Fujian Provincial Hospital, Fuzhou 350001, China
| | - Jinsi Wang
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou 350001, China
- Department of Surgical Oncology, Fujian Provincial Hospital, Fuzhou 350001, China
| | - Wei Zeng
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou 350001, China
- Department of Surgical Oncology, Fujian Provincial Hospital, Fuzhou 350001, China
| | - Xuefei Cheng
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou 350001, China
- Department of Surgical Oncology, Fujian Provincial Hospital, Fuzhou 350001, China
| | - Lihang Liu
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou 350001, China
- Department of Surgical Oncology, Fujian Provincial Hospital, Fuzhou 350001, China
| | - Weihua Li
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou 350001, China
- Department of Surgical Oncology, Fujian Provincial Hospital, Fuzhou 350001, China
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6
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Despotović SZ, Milićević ĐN, Krmpot AJ, Pavlović AM, Živanović VD, Krivokapić Z, Pavlović VB, Lević S, Nikolić G, Rabasović MD. Altered organization of collagen fibers in the uninvolved human colon mucosa 10 cm and 20 cm away from the malignant tumor. Sci Rep 2020; 10:6359. [PMID: 32286443 PMCID: PMC7156654 DOI: 10.1038/s41598-020-63368-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Accepted: 03/30/2020] [Indexed: 02/07/2023] Open
Abstract
Remodelling of collagen fibers has been described during every phase of cancer genesis and progression. Changes in morphology and organization of collagen fibers contribute to the formation of microenvironment that favors cancer progression and development of metastasis. However, there are only few data about remodelling of collagen fibers in healthy looking mucosa distant from the cancer. Using SHG imaging, electron microscopy and specialized softwares (CT-FIRE, CurveAlign and FiberFit), we objectively visualized and quantified changes in morphology and organization of collagen fibers and investigated possible causes of collagen remodelling (change in syntheses, degradation and collagen cross-linking) in the colon mucosa 10 cm and 20 cm away from the cancer in comparison with healthy mucosa. We showed that in the lamina propria this far from the colon cancer, there were changes in collagen architecture (width, straightness, alignment of collagen fibers and collagen molecules inside fibers), increased representation of myofibroblasts and increase expression of collagen-remodelling enzymes (LOX and MMP2). Thus, the changes in organization of collagen fibers, which were already described in the cancer microenvironment, also exist in the mucosa far from the cancer, but smaller in magnitude.
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Affiliation(s)
- Sanja Z Despotović
- University of Belgrade, Faculty of Medicine, Institute of Histology and embryology, Belgrade, Serbia.
| | - Đorđe N Milićević
- Saarland University, Department of Internal Medicine V- Pulmonology, Allergology, Intensive Care Medicine, Homburg/Saar, Germany
| | | | | | | | - Zoran Krivokapić
- Clinic for Abdominal Surgery- First surgical clinic, Clinical Center of Serbia, Belgrade, Serbia
| | | | - Steva Lević
- University of Belgrade, Faculty of Agriculture, Belgrade, Serbia
| | - Gorana Nikolić
- University of Belgrade, Faculty of Medicine, Institute of Pathology, Belgrade, Serbia
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7
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Richards S, Walker J, Nakanishi M, Belghasem M, Lyle C, Arinze N, Napoleon MA, Ravid JD, Crossland N, Zhao Q, Rosenberg D, Rahimi N, Chitalia VC. Haploinsufficiency of Casitas B-Lineage Lymphoma Augments the Progression of Colon Cancer in the Background of Adenomatous Polyposis Coli Inactivation. THE AMERICAN JOURNAL OF PATHOLOGY 2020; 190:602-613. [PMID: 32113662 DOI: 10.1016/j.ajpath.2019.10.024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2019] [Revised: 10/16/2019] [Accepted: 10/23/2019] [Indexed: 12/20/2022]
Abstract
Casitas B-lineage lymphoma (c-Cbl) is a recently identified ubiquitin ligase of nuclear β-catenin and a suppressor of colorectal cancer (CRC) growth in cell culture and mouse tumor xenografts. We hypothesized that reduction in c-Cbl in colonic epithelium is likely to increase the levels of nuclear β-catenin in the intestinal crypt, augmenting CRC tumorigenesis in an adenomatous polyposis coli (APCΔ14/+) mouse model. Haploinsufficient c-Cbl mice (APCΔ14/+ c-Cbl+/-) displayed a significant (threefold) increase in atypical hyperplasia and adenocarcinomas in the small and large intestines; however, no differences were noted in the adenoma frequency. In contrast to the APCΔ14/+ c-Cbl+/+ mice, APCΔ14/+ c-Cbl+/- crypts showed nuclear β-catenin throughout the length of the crypts and up-regulation of Axin2, a canonical Wnt target gene, and SRY-box transcription factor 9, a marker of intestinal stem cells. In contrast, haploinsufficiency of c-Cbl+/- alone was insufficient to induce tumorigenesis regardless of an increase in the number of intestinal epithelial cells with nuclear β-catenin and SRY-box transcription factor 9 in APC+/+ c-Cbl+/- mice. This study demonstrates that haploinsufficiency of c-Cbl results in Wnt hyperactivation in intestinal crypts and accelerates CRC progression to adenocarcinoma in the milieu of APCΔ14/+, a phenomenon not found with wild-type APC. While emphasizing the role of APC as a gatekeeper in CRC, this study also demonstrates that combined partial loss of c-Cbl and inactivation of APC significantly contribute to CRC tumorigenesis.
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Affiliation(s)
- Sean Richards
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Joshua Walker
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Masako Nakanishi
- Center for Molecular Oncology, University of Connecticut Health Center, Farmington, Connecticut
| | - Mostafa Belghasem
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Chimera Lyle
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Nkiruka Arinze
- Department of Surgery, Boston University School of Medicine, Boston, Massachusetts
| | - Marc A Napoleon
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | | | - Nicholas Crossland
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Qing Zhao
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Daniel Rosenberg
- Center for Molecular Oncology, University of Connecticut Health Center, Farmington, Connecticut
| | - Nader Rahimi
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Vipul C Chitalia
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts; Veterans Affairs Boston Healthcare System, Boston, Massachusetts; Global Co-Creation Labs, Institute of Medical Engineering and Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts.
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8
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An Optimised Protocol Harnessing Laser Capture Microdissection for Transcriptomic Analysis on Matched Primary and Metastatic Colorectal Tumours. Sci Rep 2020; 10:682. [PMID: 31959771 PMCID: PMC6971024 DOI: 10.1038/s41598-019-55146-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 11/23/2019] [Indexed: 11/08/2022] Open
Abstract
Generation of large amounts of genomic data is now feasible and cost-effective with improvements in next generation sequencing (NGS) technology. Ribonucleic acid sequencing (RNA-Seq) is becoming the preferred method for comprehensively characterising global transcriptome activity. Unique to cytoreductive surgery (CRS), multiple spatially discrete tumour specimens could be systematically harvested for genomic analysis. To facilitate such downstream analyses, laser capture microdissection (LCM) could be utilized to obtain pure cell populations. The aim of this protocol study was to develop a methodology to obtain high-quality expression data from matched primary tumours and metastases by utilizing LCM to isolate pure cellular populations. We demonstrate an optimized LCM protocol which reproducibly delivered intact RNA used for RNA sequencing and quantitative polymerase chain reaction (qPCR). After pathologic annotation of normal epithelial, tumour and stromal components, LCM coupled with cDNA library generation provided for successful RNA sequencing. To illustrate our framework's potential to identify targets that would otherwise be missed with conventional bulk tumour sequencing, we performed qPCR and immunohistochemical technical validation to show that the genes identified were truly expressed only in certain sub-components. This study suggests that the combination of matched tissue specimens with tissue microdissection and NGS provides a viable platform to unmask hidden biomarkers and provides insight into tumour biology at a higher resolution.
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9
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Hanley MP, Aladelokun O, Kadaveru K, Rosenberg DW. Methyl Donor Deficiency Blocks Colorectal Cancer Development by Affecting Key Metabolic Pathways. Cancer Prev Res (Phila) 2019; 13:1-14. [PMID: 31748255 DOI: 10.1158/1940-6207.capr-19-0188] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 08/05/2019] [Accepted: 11/07/2019] [Indexed: 01/01/2023]
Abstract
Our understanding of the role of folate one-carbon metabolism in colon carcinogenesis remains incomplete. Previous studies indicate that a methyl donor-deficient (MDD) diet lacking folic acid, choline, methionine, and vitamin B12 is associated with long-lasting changes to the intestinal epithelium and sustained tumor protection in Apc-mutant mice. However, the metabolic pathways by which the MDD diet affects these changes are unknown. Colon samples harvested from ApcΔ14/+ mice fed the MDD diet for 18 weeks were profiled using a GC-MS and LC-MS/MS metabolomics platform. Random forest and pathway analyses were used to identify altered metabolic pathways, and associated gene expression changes were analyzed by RT-PCR. Approximately 100 metabolites affected by the MDD diet were identified. As expected, metabolites within the methionine cycle, including methionine (-2.9-fold, P < 0.001) and betaine (-3.3-fold, P < 0.001), were reduced. Elevated homocysteine (110-fold, P < 0.001) was associated with increased flux through the transsulfuration pathway. Unexpectedly, levels of deoxycholic acid (-4.5-fold, P < 0.05) and several other secondary bile acids were reduced. There were also unexpected reductions in the levels of carnitine (-2.0-fold, P < 0.01) and a panel of acylcarnitines involved in fatty acid β-oxidation. Finally, metabolites involved in redox balance, including ascorbate and hypotaurine, were found to be persistently elevated. These findings provide clues to the molecular changes underlying MDD-mediated tumor protection and identify regulatable metabolic pathways that may provide new targets for colon cancer prevention and treatment. IMPLICATIONS: Metabolomic profiling reveals molecular changes underlying MDD-induced tumor protection and may provide new targets for colorectal cancer prevention and treatment.
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Affiliation(s)
- Matthew P Hanley
- Center for Molecular Oncology, UConn Health, Farmington, Connecticut
| | | | - Krishna Kadaveru
- Center for Molecular Oncology, UConn Health, Farmington, Connecticut
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10
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Hong BY, Ideta T, Lemos BS, Igarashi Y, Tan Y, DiSiena M, Mo A, Birk JW, Forouhar F, Devers TJ, Weinstock GM, Rosenberg DW. Characterization of Mucosal Dysbiosis of Early Colonic Neoplasia. NPJ Precis Oncol 2019; 3:29. [PMID: 31754633 PMCID: PMC6856115 DOI: 10.1038/s41698-019-0101-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 09/18/2019] [Indexed: 12/19/2022] Open
Abstract
Aberrant crypt foci (ACF) are the earliest morphologically identifiable lesions in the colon that can be detected by high-definition chromoendoscopy with contrast dye spray. Although frequently associated with synchronous adenomas, their role in colorectal tumor development, particularly in the proximal colon, is still not clear. The goal of this study was to evaluate the profile of colon-adherent bacteria associated with proximal ACF and to investigate their relationship to the presence and subtype of synchronous polyps present throughout the colon. Forty-five subjects undergoing a screening or surveillance colonoscopy were included in this retrospective study. Bacterial cells adherent to the epithelia of ACF and normal mucosal biopsies were visualized by in situ hybridization within confocal tissue sections. ACF showed significantly greater heterogeneity in their bacterial microbiome profiles compared with normal mucosa. One of the bacterial community structures we characterized was strongly correlated with the presence of synchronous polyps. Finally, using DNA mass spectrometry to evaluate a panel of colorectal cancer hotspot mutations present in the ACF, we found that three APC gene mutations were positively associated with the presence of Instestinibacter sp., whereas KRAS mutations were positively correlated with Ruminococcus gnavus. This result indicates a potential relationship between specific colon-associated bacterial species and somatically acquired CRC-related mutations. Overall, our findings suggest that perturbations to the normal adherent mucosal flora may constitute a risk factor for early neoplasia, demonstrating the potential impact of mucosal dysbiosis on the tissue microenvironment and behavior of ACF that may facilitate their progression towards more advanced forms of neoplasia.
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Affiliation(s)
- Bo-Young Hong
- 1The Jackson Laboratory for Genomic Medicine, Farmington, CT USA
| | - Takayasu Ideta
- 2Department of Medicine, University of Connecticut Health, Farmington, CT USA
| | - Bruno S Lemos
- 2Department of Medicine, University of Connecticut Health, Farmington, CT USA
| | - Yuichi Igarashi
- 2Department of Medicine, University of Connecticut Health, Farmington, CT USA
| | - Yuliana Tan
- 2Department of Medicine, University of Connecticut Health, Farmington, CT USA
| | - Michael DiSiena
- 3Department of Gastroenterology and Hepatology, University of Connecticut Health, Farmington, CT USA
| | - Allen Mo
- 2Department of Medicine, University of Connecticut Health, Farmington, CT USA
| | - John W Birk
- 3Department of Gastroenterology and Hepatology, University of Connecticut Health, Farmington, CT USA
| | - Faripour Forouhar
- 4Department of Pathology, University of Connecticut Health, Farmington, CT USA
| | - Thomas J Devers
- 2Department of Medicine, University of Connecticut Health, Farmington, CT USA
| | | | - Daniel W Rosenberg
- 2Department of Medicine, University of Connecticut Health, Farmington, CT USA
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11
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Yang W, Shi J, Zhou Y, Liu T, Zhan F, Zhang K, Liu N. Integrating proteomics and transcriptomics for the identification of potential targets in early colorectal cancer. Int J Oncol 2019; 55:439-450. [PMID: 31268166 PMCID: PMC6615923 DOI: 10.3892/ijo.2019.4833] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2019] [Accepted: 06/20/2019] [Indexed: 12/24/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most common malignancies worldwide. At present, CRC can often be treated upon diagnosis at stage I or II, or when dysplasia is detected; however, 60-70% of cases are not diagnosed until they have developed into late stages of the disease or until the malignancy is identified. Diagnosis of CRC at an early stage remains a challenge due to the absence of early-stage-specific biomarkers. To identify potential targets of early stage CRC, label-free proteomics analysis was applied to paired tumor-benign tissue samples from patients with stage II CRC (n=21). A total of 2,968 proteins were identified; corresponding RNA-Sequencing data were retrieved from The Cancer Genome Atlas-colon adenocarcinoma. Numerous bioinformatics methods, including differential expression analysis, weighted correlation network analysis, Gene Ontology and protein-protein interaction analyses, were applied to the proteomics and transcriptomics data. A total of 111 key proteins, which appeared as both differentially expressed proteins and mRNAs in the hub module, were identified as key candidates. Among these, three potential targets [protein-arginine deiminase type-2 (PADI2), Fc fragment of IgG binding protein (FCGBP) and phosphoserine aminotransferase 1] were identified from the pathological data. Furthermore, the survival analysis indicated that PADI2 and FCGBP were associated with the prognosis of CRC. The findings of the present study suggested potential targets for the identification of early stage CRC, and may improve understanding of the mechanism underlying the occurrence of CRC.
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Affiliation(s)
- Wang Yang
- Department of General Surgery, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
| | - Jian Shi
- Department of General Surgery, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
| | - Yan Zhou
- Department of Gastrointestinal Surgery, The Second Hospital of Shandong University, Shandong 250000, P.R. China
| | - Tongjun Liu
- Department of General Surgery, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
| | - Fangling Zhan
- Central Laboratory, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
| | - Kai Zhang
- Department of General Surgery, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
| | - Ning Liu
- Central Laboratory, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
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12
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Quintanilla I, López-Cerón M, Jimeno M, Cuatrecasas M, Zabalza M, Moreira L, Alonso V, Rodríguez de Miguel C, Muñoz J, Castellvi-Bel S, Llach J, Castells A, Balaguer F, Camps J, Pellisé M. Rectal Aberrant Crypt Foci in Humans Are Not Surrogate Markers for Colorectal Cancer Risk. Clin Transl Gastroenterol 2019; 10:e00047. [PMID: 31136360 PMCID: PMC6613864 DOI: 10.14309/ctg.0000000000000047] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 02/22/2019] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION Over the past 20 years, aberrant crypt foci (ACF) have emerged as potential precursors and biomarkers for colorectal cancer (CRC). However, data regarding their molecular pathogenesis, as well as their endoscopic and histological identification, remain inconsistent. METHODS A wide cohort of ACF from 100 control subjects and 100 case patients, including patients with adenoma and CRC, were characterized for endoscopic, morphologic, and molecular features. RESULTS We observed that among all the endoscopic features evaluated, only the number of large ACF correlated with CRC risk (P = 0.003), whereas the histological classification, as assessed by 2 different pathologists, was inconsistent and did not differ between control and case patients. Moreover, only a few APC and BRAF mutations and no microsatellite instability were detected in our samples. KRAS mutations were detected in 16.3% of ACF samples, which also exhibited increased MGMT hypermethylation. However, none of those events were found to be predictive of CRC risk. DISCUSSION Although ACF might be preneoplastic lesions of the colon, they are not suitable biomarkers for assessing CRC progression.
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Affiliation(s)
- Isabel Quintanilla
- Institut d'Investigacions Biomèdiques August Pi i Sunyer, (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - María López-Cerón
- Gastroenterology Department, Institut de Malalties Digestives i Metabòliques, Hospital Clínic, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd)
| | - Mireya Jimeno
- Pathology Department, Centre de Diagnòstic Biomèdic, Hospital Clínic and Banc de Tumors-Biobanc Clinic-IDIBAPS-XBTC, Barcelona, Catalonia, Spain
| | - Miriam Cuatrecasas
- Pathology Department, Centre de Diagnòstic Biomèdic, Hospital Clínic and Banc de Tumors-Biobanc Clinic-IDIBAPS-XBTC, Barcelona, Catalonia, Spain
| | - Michel Zabalza
- Gastroenterology Department, Institut de Malalties Digestives i Metabòliques, Hospital Clínic, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd)
| | - Leticia Moreira
- Institut d'Investigacions Biomèdiques August Pi i Sunyer, (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Virginia Alonso
- Institut d'Investigacions Biomèdiques August Pi i Sunyer, (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Cristina Rodríguez de Miguel
- Gastroenterology Department, Institut de Malalties Digestives i Metabòliques, Hospital Clínic, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd)
| | - Jennifer Muñoz
- Institut d'Investigacions Biomèdiques August Pi i Sunyer, (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Sergi Castellvi-Bel
- Institut d'Investigacions Biomèdiques August Pi i Sunyer, (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Josep Llach
- Gastroenterology Department, Institut de Malalties Digestives i Metabòliques, Hospital Clínic, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd)
| | - Antoni Castells
- Institut d'Investigacions Biomèdiques August Pi i Sunyer, (IDIBAPS), University of Barcelona, Barcelona, Spain
- Gastroenterology Department, Institut de Malalties Digestives i Metabòliques, Hospital Clínic, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd)
| | - Francesc Balaguer
- Institut d'Investigacions Biomèdiques August Pi i Sunyer, (IDIBAPS), University of Barcelona, Barcelona, Spain
- Gastroenterology Department, Institut de Malalties Digestives i Metabòliques, Hospital Clínic, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd)
| | - Jordi Camps
- Institut d'Investigacions Biomèdiques August Pi i Sunyer, (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Maria Pellisé
- Institut d'Investigacions Biomèdiques August Pi i Sunyer, (IDIBAPS), University of Barcelona, Barcelona, Spain
- Gastroenterology Department, Institut de Malalties Digestives i Metabòliques, Hospital Clínic, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd)
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13
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Carter R, Cheraghchi-Bashi A, Westhorpe A, Yu S, Shanneik Y, Seraia E, Ouaret D, Inoue Y, Koch C, Wilding J, Ebner D, Ryan AJ, Buffa FM, Sharma RA. Identification of anticancer drugs to radiosensitise BRAF-wild-type and mutant colorectal cancer. Cancer Biol Med 2019; 16:234-246. [PMID: 31516745 PMCID: PMC6713640 DOI: 10.20892/j.issn.2095-3941.2018.0284] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Accepted: 12/21/2018] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE Patients with BRAF-mutant colorectal cancer (CRC) have a poor prognosis. Molecular status is not currently used to select which drug to use in combination with radiotherapy. Our aim was to identify drugs that radiosensitise CRC cells with known BRAF status. METHODS We screened 298 oncological drugs with and without ionising radiation in colorectal cancer cells isogenic for BRAF. Hits from rank product analysis were validated in a 16-cell line panel of human CRC cell lines, using clonogenic survival assays and xenograft models in vivo. RESULTS Most consistently identified hits were drugs targeting cell growth/proliferation or DNA damage repair. The most effective class of drugs that radiosensitised wild-type and mutant cell lines was PARP inhibitors. In clonogenic survival assays, talazoparib produced a radiation enhancement ratio of 1.9 in DLD1 (BRAF-wildtype) cells and 1.8 in RKO (BRAF V600E) cells. In DLD1 xenografts, talazoparib significantly increased the inhibitory effect of radiation on tumour growth (P ≤ 0.01). CONCLUSIONS Our method for screening large drug libraries for radiosensitisation has identified PARP inhibitors as promising radiosensitisers of colorectal cancer cells with wild-type and mutant BRAF backgrounds.
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Affiliation(s)
- Rebecca Carter
- NIHR University College London Hospitals Biomedical Research Centre, UCL Cancer Institute, University College London, London WC1E 6DD, UK
- NIHR Oxford Biomedical Research Centre, Department of Oncology, University of Oxford, Oxford OX1 2JD, UK
| | - Azadeh Cheraghchi-Bashi
- NIHR Oxford Biomedical Research Centre, Department of Oncology, University of Oxford, Oxford OX1 2JD, UK
| | - Adam Westhorpe
- NIHR University College London Hospitals Biomedical Research Centre, UCL Cancer Institute, University College London, London WC1E 6DD, UK
- NIHR Oxford Biomedical Research Centre, Department of Oncology, University of Oxford, Oxford OX1 2JD, UK
| | - Sheng Yu
- Computational Biology and Integrative Genomics, University of Oxford, Oxford OX1 2JD, UK
| | - Yasmin Shanneik
- NIHR Oxford Biomedical Research Centre, Department of Oncology, University of Oxford, Oxford OX1 2JD, UK
| | - Elena Seraia
- NDM Research Building, Nuffield Department of Medicine, University of Oxford, Oxford OX1 2JD, UK
| | - Djamila Ouaret
- Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford, Oxford OX1 2JD, UK
| | - Yasuhiro Inoue
- Mie University, Graduate School of Medicine, Department of Gastrointestinal and Pediatric Surgery, Division of Reparative Medicine, Institute of Life Sciences, Edobashi 2-174, Tsu, Japan
| | - Catherine Koch
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
| | - Jenny Wilding
- Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford, Oxford OX1 2JD, UK
| | - Daniel Ebner
- Target Discovery Institute, National Phenotypic Screening Centre, Nuffield Department of Medicine, University of Oxford, Oxford OX1 2JD, UK
| | - Anderson J. Ryan
- CRUK & MRC Oxford Institute for Radiation Oncology, University of Oxford, Oxford OX1 2JD, UK
| | - Francesca M. Buffa
- CRUK & MRC Oxford Institute for Radiation Oncology, University of Oxford, Oxford OX1 2JD, UK
| | - Ricky A. Sharma
- NIHR University College London Hospitals Biomedical Research Centre, UCL Cancer Institute, University College London, London WC1E 6DD, UK
- NIHR Oxford Biomedical Research Centre, Department of Oncology, University of Oxford, Oxford OX1 2JD, UK
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14
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Attri KS, Mehla K, Shukla SK, Singh PK. Microscale Gene Expression Analysis of Tumor-Associated Macrophages. Sci Rep 2018; 8:2408. [PMID: 29402936 PMCID: PMC5799305 DOI: 10.1038/s41598-018-20820-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Accepted: 01/19/2018] [Indexed: 12/17/2022] Open
Abstract
Macrophages, apart from being the key effector cells of the innate immune system, also play critical roles during the development and progression of various complex diseases, including cancer. Tumor-associated macrophages, infiltrate tumors during different stages of cancer progression to regulate motility, invasion, and intravasation to metastatic sites. Macrophages can exist in different polarization states associated with unique function in tumors. Since tumor-associated macrophages constitute a very small proportion of tumor cells, analysis of gene expression pattern using normal extraction buffer-based methods remains a challenging task. Therefore, it is imperative to develop low-throughput strategies to investigate transcriptional regulations from a small number of immune cells. Here, we describe an efficient, sensitive, and cost-effective approach for gene expression analysis of a small number of fluorescence-activated sorted tumor-associated macrophages. Our analyses from the different number of stable, primary, and sorted macrophages suggest 5,000 cells is an optimal number for performing quantitative, real-time PCR analysis of multiple genes. Our studies could detect expression of macrophage-specific genes from cultured primary macrophages, and FACS-sorted macrophages from different biological tissues without introducing biases in comparative gene expression ratios. In conclusion, our kit-based method for quantitative gene expression analysis from a small number of cells found in biological tissues will provide an opportunity to study cell-specific, transcriptional changes.
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Affiliation(s)
- Kuldeep S Attri
- The Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Kamiya Mehla
- The Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Surendra K Shukla
- The Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Pankaj K Singh
- The Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, Nebraska, USA.
- Department of Biochemistry and Molecular biology, University of Nebraska Medical Center, Omaha, Nebraska, USA.
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, Nebraska, USA.
- Department of Genetics Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, Nebraska, USA.
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15
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Haumaier F, Sterlacci W, Vieth M. Histological and molecular classification of gastrointestinal polyps. Best Pract Res Clin Gastroenterol 2017; 31:369-379. [PMID: 28842046 DOI: 10.1016/j.bpg.2017.06.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 06/06/2017] [Accepted: 06/25/2017] [Indexed: 01/31/2023]
Abstract
Endoscopic diagnosis and treatment for gastrointestinal polyps became widely available within the last decades. Exact terminology is important for further therapeutic steps, follow up or treatment. Gastroenterologists, Oncologists, Surgeons and Pathologists need to be aware of the most recent terminology to ensure proper risk assessment and subsequent treatment if necessary. This manuscript aims to list the variety of gastrointestinal polyps and the molecular background where appropriate.
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Affiliation(s)
| | | | - Michael Vieth
- Institute of Pathology, Klinikum Bayreuth, Bayreuth, Germany.
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16
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Kim E, Ivanov I, Hua J, Lampe JW, Hullar MA, Chapkin RS, Dougherty ER. The Model-Based Study of the Effectiveness of Reporting Lists of Small Feature Sets Using RNA-Seq Data. Cancer Inform 2017; 16:1176935117710530. [PMID: 28659712 PMCID: PMC5470876 DOI: 10.1177/1176935117710530] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Accepted: 04/13/2017] [Indexed: 01/19/2023] Open
Abstract
Ranking feature sets for phenotype classification based on gene expression is a challenging issue in cancer bioinformatics. When the number of samples is small, all feature selection algorithms are known to be unreliable, producing significant error, and error estimators suffer from different degrees of imprecision. The problem is compounded by the fact that the accuracy of classification depends on the manner in which the phenomena are transformed into data by the measurement technology. Because next-generation sequencing technologies amount to a nonlinear transformation of the actual gene or RNA concentrations, they can potentially produce less discriminative data relative to the actual gene expression levels. In this study, we compare the performance of ranking feature sets derived from a model of RNA-Seq data with that of a multivariate normal model of gene concentrations using 3 measures: (1) ranking power, (2) length of extensions, and (3) Bayes features. This is the model-based study to examine the effectiveness of reporting lists of small feature sets using RNA-Seq data and the effects of different model parameters and error estimators. The results demonstrate that the general trends of the parameter effects on the ranking power of the underlying gene concentrations are preserved in the RNA-Seq data, whereas the power of finding a good feature set becomes weaker when gene concentrations are transformed by the sequencing machine.
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Affiliation(s)
- Eunji Kim
- Department of Electrical & Computer Engineering, Texas A&M University, College Station, TX, USA
| | - Ivan Ivanov
- Department of Veterinary Physiology & Pharmacology, Texas A&M University, College Station, TX, USA
| | - Jianping Hua
- Center for Bioinformatics and Genomic Systems Engineering, Texas A&M University, College Station, TX, USA
| | - Johanna W Lampe
- Public Health Sciences Division, Cancer Prevention, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Meredith Aj Hullar
- Public Health Sciences Division, Cancer Prevention, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Robert S Chapkin
- Program in Integrative Nutrition & Complex Diseases, Texas A&M University, College Station, TX, USA
| | - Edward R Dougherty
- Department of Electrical & Computer Engineering, Texas A&M University, College Station, TX, USA.,Center for Bioinformatics and Genomic Systems Engineering, Texas A&M University, College Station, TX, USA
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17
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Chen XD, Mao CC, Wu RS, Zhang WT, Lin J, Sun XW, Chi CH, Lou N, Wang PF, Shen X, Zhu GB, Shen SR. Use of the combination of the preoperative platelet-to-lymphocyte ratio and tumor characteristics to predict peritoneal metastasis in patients with gastric cancer. PLoS One 2017; 12:e0175074. [PMID: 28384215 PMCID: PMC5383064 DOI: 10.1371/journal.pone.0175074] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Accepted: 03/19/2017] [Indexed: 12/18/2022] Open
Abstract
The aims of the present study were to evaluate the predictive value of the platelet-to-lymphocyte ratio for peritoneal metastasis in patients with gastric cancer and to construct an available preoperative prediction system for peritoneal metastasis. A total of 1080 patients with gastric cancer were enrolled in our study. The preoperative platelet-to-lymphocyte ratio and other serum markers and objective clinical tumor characteristics were evaluated by receiver operating characteristic curves. A logistic analysis was performed to determine the independent predictive indicators of peritoneal metastasis. A prediction system that included the independent predictive indicators was constructed and evaluated by receiver operating characteristic curves. Based on the receiver operating characteristic curves, the ideal platelet-to-lymphocyte ratio cutoff value to predict peritoneal metastasis was 131.00. The logistic analysis showed that the platelet-to-lymphocyte ratio was an independent indicator to predict peritoneal metastasis. The area under the receiver operating characteristic curve was 0.599. When integrating all independent indicators (i.e., platelet-to-lymphocyte ratio, invasion depth, lymphatic invasion, pathological type), the prediction system more reliably predicted peritoneal metastasis with a higher area under the receiver operating characteristic curve (0.769). The preoperative platelet-to-lymphocyte ratio was an indicator that could be used to predict peritoneal metastasis. Our prediction system could be a reliable instrument to discriminate between patients with gastric cancer with and those without peritoneal metastasis.
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Affiliation(s)
- Xiao-dong Chen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Chen-chen Mao
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Rui-sen Wu
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Wei-teng Zhang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Ji Lin
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Xiang-wei Sun
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Chu-huai Chi
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Neng Lou
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Peng-fei Wang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Xian Shen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Guan-bao Zhu
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Shu-rong Shen
- Department of Breast Surgery, Wenzhou integrated traditional Chinese and Western Medicine Hospital, Wenzhou, Zhejiang, China
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18
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Mo A, Jackson S, Devers TJ, Rosenberg DW. Targeted Transcriptional Profiling of Microdissected Biopsy Specimens Representing Early Colonic Neoplasia. J Cell Biochem 2016; 117:2677-2681. [PMID: 27357168 DOI: 10.1002/jcb.25644] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Accepted: 06/29/2016] [Indexed: 01/23/2023]
Abstract
Our incomplete understanding of the critical changes that accompany the earliest stages of tumor initiation provides a substantial hurdle for the development of novel intervention strategies for cancer prevention. Premalignant lesions are inherently difficult to characterize given their diminutive size, creating technical obstacles for accurate genetic profiling. Here, we describe an approach combining laser-capture microdissection (LCM) with targeted RNA-sequencing to study the transcriptional state of epithelial and stromal cells during the earliest detectable stage of human colorectal neoplasia, the aberrant crypt foci (ACF). We provide a robust and reproducible workflow for RNA isolation, library preparation, and expression profiling of laser-captured cells from frozen OCT-embedded tissue specimens. It is anticipated that the methodological approach outlined in this report will provide a framework for a broad range of microgenomics analyses that can be routinely applied to many other premalignant tissues. J. Cell. Biochem. 117: 2677-2681, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Allen Mo
- Center for Molecular Medicine, UConn Health, Farmington, Connecticut
| | | | - Thomas J Devers
- Division of Gastroenterology, School of Medicine, UConn Health, Farmington, Connecticut
| | - Daniel W Rosenberg
- Center for Molecular Medicine, UConn Health, Farmington, Connecticut. .,Colon Cancer Prevention Program, Neag Comprehensive Cancer Center, UConn Health, Farmington, Connecticut.
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